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Phishing email feature selection approach
conference contribution
posted on 2011-01-01, 00:00 authored by Isredza Rahmi A Hamid, Jemal AbawajyJemal AbawajyPhishing emails are more dynamic and cause high risk of significant data, brand and financial loss to average computer user and organizations. To address this problem, we propose a hybrid feature selection approach based on combination of content-based and behavior-based. Our proposed hybrid features selections are able to achieve 93% accuracy rate as compared to other approaches. In addition, we successfully tested the quality of our proposed behavior-based feature using the Information Gain, Gain Ratio and Symmetrical Uncertainty.
History
Event
International Conference on Trust, Security and Privacy in Computing and Communications (10th : 2011 : Changsha, China)Pagination
916 - 921Publisher
IEEELocation
Changsha, ChinaPlace of publication
Piscataway, N. J.Start date
2011-11-16End date
2011-11-18ISBN-13
9781457721359ISBN-10
145772135XLanguage
engPublication classification
E1 Full written paper - refereedCopyright notice
2011, IEEETitle of proceedings
TRUSTCOM 2011 : International Conference on Trust, Security and Privacy in Computing and CommunicationsUsage metrics
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